Non-homogeneous Poisson processes are used in a wide range of scientific disciplines, ranging from the environmental sciences to health sciences. Often, central object interest point process is underlying intensity function. Here, we present general model for function non-homogeneous using measure transport. The built flexible bijective mapping that maps simpler reference We enforce bijectivity...

Fault diagnosis is a key task for developing safer control systems, especially in chemical plants. Nonetheless, acquiring good labeled fault data involves sampling from dangerous system conditions. A possible workaround to this limitation use simulation training data-driven systems. However, due modelling errors or unknown factors, may differ distribution real-world data. This setting known as ...